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Power and speed-efficient code transformation of multimedia algorithms for RISC processors

机译:RISC处理器的多媒体算法的功能强大且速度高效的代码转换

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The upcoming multimedia processing applications will require high memory bandwidth. We estimate that a software reference implementation of an MPEG-4 video decoder typically requires 200 Mtransfers/s to memory to decode 1 CIF (352/spl times/288) video object plane (VOP) at 30 frames/s. This imposes a high penalty in terms of power but also performance. However, we also show that we can heavily improve on the memory accesses and data transfers, without sacrificing speed (even gaining about 10% on cache misses and cycles for a DEC Alpha), by aggressive code transformations. For this purpose, we have applied an extended version of our data transfer and storage exploration methodology, partly supported in the ATOMIUM environment, which was originally developed for custom hardware implementations.
机译:即将到来的多媒体处理应用程序将需要高内存带宽。我们估计MPEG-4视频解码器的软件参考实现通常需要200mtransfers / s到存储器以在30帧/ s处解码1 CIF(352 / SPL次/ 288)视频对象平面(VOP)。这在功率方面造成了高度罚款,也会表现出色。但是,我们还表明,我们可以通过激进的代码转换,在没有牺牲速度(甚至获得高速缓存未命中和循环的缓存未命中和循环)的情况下,我们可以严重改进内存访问和数据传输。为此目的,我们已经应用了我们的数据传输和存储探索方法的扩展版本,部分支持的毒品环境,最初是为定制硬件实现而开发的。

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